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Chinese Optics Letters

Chinese Optics Letters

| PUBLISHED MONTHLY BY CHINESE LASER PRESS AND DISTRIBUTED BY OSA

  • Vol. 5, Iss. 2 — Feb. 10, 2007
  • pp: 118–120

Correlation recognition for range image of laser radar

Jianfeng Sun, Qi Li, Wei Lu, and Qi Wang  »View Author Affiliations


Chinese Optics Letters, Vol. 5, Issue 2, pp. 118-120 (2007)


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Abstract

The target recognition of laser radar becomes hot research in recent years, because laser radar can produce high space resolution and collect rich target information, such as range image, intensity image and Doppler image. In the vertical detection of laser radar, the problem of in-plane target rotation invariance is firstly solved. In the paper, a new support vector machine (SVM) correlation filter is presented, which simultaneously has the attractive attributes of SVM and common correlation filter. Exploiting the idea of margin of separation maximization, the design criterion is produced. The filter is synthetic by the multiple training images which are generated by rotating one image. The real range images of laser radar are used to finish the correlation experiments. The results show that the filter is not sensitive to the noise, the correlation peak is changed slightly for the different testing images, and the precision of location is high. This design way can be used in other recognition fields.

© 2007 Chinese Optics Letters

OCIS Codes
(100.5760) Image processing : Rotation-invariant pattern recognition
(100.6890) Image processing : Three-dimensional image processing
(280.3640) Remote sensing and sensors : Lidar

Citation
Jianfeng Sun, Qi Li, Wei Lu, and Qi Wang, "Correlation recognition for range image of laser radar," Chin. Opt. Lett. 5, 118-120 (2007)
http://www.opticsinfobase.org/col/abstract.cfm?URI=col-5-2-118


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